George Giannakopoulos

National Centre of Scientific Research "Demokritos" — Greece

Computer Science · Physical Sciences

22h-index1.4kcitations116works1.42yr avg
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Research Topics

Topic Modeling(41), Natural Language Processing Techniques(22), Advanced Text Analysis Techniques(13), Data Quality and Management(11), Semantic Web and Ontologies(10)

Publications116 total

A data-lean machine learning approach for damage extent estimation and classification in composite structures under multiple failure modes
Machine Learning Science and Technology·2025Open Access
Author response for "A data-lean machine learning approach for damage extent estimation and classification in composite structures under multiple failure modes"
2025
Author response for "A data-lean machine learning approach for damage extent estimation and classification in composite structures under multiple failure modes"
2025
Machine Learning for Identifying Risk in Financial Statements: A Survey
ACM Computing Surveys·2025· 8 citedOpen Access
NAVMAT: An AI-supported naval failures knowledge management system
Expert Systems with Applications·2025· 1 cited
Phased Array Antennas for 5G and Beyond: Innovations and Implementation
2025Open Access
SATAY-based chemogenomic screening uncovers antifungal resistance mechanisms and key determinants of ATI-2307 and chitosan sensitivity
2025Open Access
SATAY-based chemogenomic screening uncovers antifungal resistance mechanisms and key determinants of ATI-2307 and chitosan sensitivity
2025Open Access
Navigating materials design spaces with efficient Bayesian optimization: a case study in functionalized nanoporous materials
Digital Discovery·2025Open Access
Density-aware active learning for materials discovery: a case study on functionalized nanoporous materials
Physical Chemistry Chemical Physics·2025Open Access
Design Multiband Monopole and Microstrip Patch Antennas using High Frequency Structure Simulator
arXiv (Cornell University)·2024· 1 citedOpen Access
Evolution of IVR building techniques: from code writing to AI-powered automation
arXiv (Cornell University)·2024Open Access
A catalyst for European cloud services in the era of data spaces, high-performance and edge computing: NOUS
2024· 3 citedOpen Access
SATAY-Based Chemogenomic Screening uncovers Antifungal Resistance Mechanisms and Key Determinants of ATI-2307 and Chitosan Sensitivity
2024Open Access
Solving Linear Elasticity Problems using Physics-Informed Neural Networks
2024· 3 cited
Self-Adaptive Optimization of Coefficients in Multi-Objective Loss Functions
2024· 2 citedOpen Access
Molecular Simulation of Coarse-grained Systems using Machine Learning
2024· 2 citedOpen Access
Multi-fidelity Bayesian Optimization for Efficiently Sampling the Design Space of Functionalized Nanoporous Materials
2024· 2 cited
NAVMAT: an AI-powered pathway to knowledge sharing on material failures
Journal of Physics Conference Series·2024· 1 citedOpen Access
Inverse design of ZIFs through artificial intelligence methods
Physical Chemistry Chemical Physics·2024· 6 citedOpen Access
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Frequent Co-authors

Vangelis Karkaletsis(12), George Papadakis(12), Themis Palpanas(9), Manolis Koubarakis(8), Emmanouil Thanos(7), Leonidas Tsekouras(6), Josef Steinberger(6), Iraklis Varlamis(6), Benoît Favre(5), Dimitrios Kaklis(5), Takis J. Varelas(5), George A. Vouros(4), Jeff Kubina(4), John M. Conroy(4), Nikiforos Pittaras(4), Constantine D. Spyropoulos(4), Axel-Cyrille Ngonga Ngomo(3), Giovanni Simonini(3), Γεώργιος Παλιούρας(3), Marina Litvak(3)